Topic: training dynamics

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Monday, September 7, 2026

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Towards Understanding Pause Token Fine-Tuning Dynamics: A Mode Retention Perspective

Researchers explore the training dynamics of pause-token methods in large language models (LLMs), focusing on how these tokens affect reasoning processes, and argue that understanding their fine-tuning dynamics offers insights beyond just computational expressivity. This matters because it could lead to more effective and efficient ways to enhance LLMs' reasoning capabilities.

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